Habitat Suitability Report

Inputs

• Species: White shark (Carcharodon carcharias)
• Thinning: Thinned satellite data (PSAT and SPOT)
• Ratio: All pseudo-absence/background points
• Spatial extent: Full extent
• Covariates used: shark specific v2 (sst, tbtm, sbtm, log depth, and seals)
• Metrics: evaluated using all metrics

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	accuracy	roc_auc	boyce_cont	brier_class	tss_max
rf	0.9604743	0.9951483	0.9053800	0.0353645	0.9637352
bt	0.7715415	0.7525420	0.9275646	0.1556556	0.4109174
maxnet	0.6355731	0.7632434	0.9093326	0.2261026	0.4388330
gam	0.7826087	0.7680828	0.9125098	0.1469018	0.4374575
glm	0.7691700	0.7318924	0.7810708	0.1560249	0.4244250

Variable Importance

Partial Dependence